{
  "title": "Vehicle wholesale allocation and carrier handoff data for AI",
  "source_page": "https://fiund.com/industries/vehicle-wholesale-allocation-handoff-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Allocation of three units is distinct from carrier acknowledgment of two",
    "context": "An original wholesale-transfer fixture uses invalid unit aliases and two invented transfer references. No actual VIN, dealer term, route, customer or inventory export is included.",
    "records": [
      [
        "VWH1",
        "Initial allocation",
        "Transfer T1 allocates dummy units A, B and C. Allocation plan has no custody acknowledgment."
      ],
      [
        "VWH2",
        "Carrier receipt",
        "Original acknowledgment explicitly lists T1/A and T1/B only. No C field or aggregate acknowledgment beyond those two."
      ],
      [
        "VWH3",
        "Approved correction",
        "Moves C's planned allocation from T1 to T2. No carrier receipt for T2/C supplied; correction changes planning record only."
      ]
    ],
    "question": "What did the T1 carrier acknowledge, and which evidence is missing for the reallocated third unit?",
    "answer": "VWH2 documents carrier acknowledgment for A and B under T1, two units. VWH1 originally allocated C there, but VWH3 moves its plan to T2 without a matched carrier receipt. C remains planned under T2 with custody unconfirmed. Preserve allocation version and receiving-event scope rather than count three acknowledged from the initial plan or carry T1's partial receipt to another transfer.",
    "failureModes": [
      "Equating an allocation plan with carrier acceptance.",
      "Applying the original transfer's acknowledgment to a reallocated unit under a different ID."
    ],
    "fields": [
      [
        "Transfer and invalid unit alias",
        "Defines scope."
      ],
      [
        "Original/revised allocation",
        "Preserves planning history."
      ],
      [
        "Carrier acknowledgment and unconfirmed unit",
        "Limits custody claims."
      ]
    ],
    "holdout": "Add a T2 receipt for C with an ambiguous full-unit field. Require transfer identity to match while exact unit custody remains unresolved.",
    "boundary": "Use original fictitious records only. Exclude VINs, agreements, routes and actual inventory data."
  }
}